Analyzing a single hyper-exponential working vacation queue from its governing difference equation

IF 0.7 3区 工程技术 Q4 ENGINEERING, INDUSTRIAL
Miaomiao Yu, Yinghui Tang
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引用次数: 0

Abstract

As the queue becomes exhausted, different maintenance tasks can be performed according to the fatigue load and wear degree of the service equipment. At the same time, considering the customer's sensitivity to time delay, the service facility will not completely remain inactive during the maintenance period. To describe this objectively existing phenomenon arising in the waiting line system, we consider a hyper-exponential working vacation queue with a batch renewal arrival process. Through the calculation of the well-structured roots of the associated characteristic equation, the shift operator method in the theory of difference equations and the supplementary variable technique for stochastic modeling plays a central role in the queue-length distribution analysis. Comparison with other ways to analyze queueing models, the advantage of our approach is that we can avoid deriving the complex transition probability matrix of the queue-length process embedded at input points. The feasibility of this approach is verified by extensive numerical examples.
从控制差分方程分析单个超指数休假队列
当队列耗尽时,可根据服务设备的疲劳负荷和磨损程度执行不同的维护任务。同时,考虑到客户对时间延迟的敏感性,服务设施不会在维修期间完全处于闲置状态。为了描述这一客观存在于排队系统中的现象,我们考虑了一个具有批量更新到达过程的超指数休假队列。通过计算相关特征方程的结构良好的根,差分方程理论中的位移算子方法和随机建模中的补充变量技术在队列长度分布分析中起着核心作用。与其他分析排队模型的方法相比,该方法的优点是可以避免推导嵌入在输入点的队列长度过程的复杂转移概率矩阵。通过大量的数值算例验证了该方法的可行性。
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来源期刊
CiteScore
2.20
自引率
18.20%
发文量
45
审稿时长
>12 weeks
期刊介绍: The primary focus of the journal is on stochastic modelling in the physical and engineering sciences, with particular emphasis on queueing theory, reliability theory, inventory theory, simulation, mathematical finance and probabilistic networks and graphs. Papers on analytic properties and related disciplines are also considered, as well as more general papers on applied and computational probability, if appropriate. Readers include academics working in statistics, operations research, computer science, engineering, management science and physical sciences as well as industrial practitioners engaged in telecommunications, computer science, financial engineering, operations research and management science.
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